Skills for Real Engineers. Straight from my .agents directory.
expert-panel
Agent skill fromericosiu/ai-marketing-skills
Score, evaluate, and iteratively improve any content or strategy using an auto-assembled panel of domain experts. Handles copy, sequences, landing pages, strategy docs, titles, charts, recruiting evaluations, or anything else that needs a quality gate. Recursively iterates until all scores hit 90+ (max 3 rounds). Use when asked to: "expert panel this", "score this", "rate these variants", "quality check this", "panel review", "which version is better", "expert score", "evaluate this copy/strategy/page", or when another skill needs a quality gate on its output. Also triggers on: "score this landing page", "expert panel these email variants", "rate this headline", "panel these charts".
How to install expert-panel
npx skills add ericosiu/ai-marketing-skills# or add only this skill to Claude Code: copy the folder
content-ops/
# into
~/.claude/skills/content-ops/ (all projects)
.claude/skills/content-ops/ (one project)
1## Preamble (runs on skill start)23```bash4# Version check (silent if up to date)5python3 telemetry/version_check.py 2>/dev/null || true67# Telemetry opt-in (first run only, then remembers your choice)8python3 telemetry/telemetry_init.py 2>/dev/null || true9```1011> **Privacy:** This skill logs usage locally to `~/.ai-marketing-skills/analytics/`. Remote telemetry is opt-in only. No code, file paths, or repo content is ever collected. See `telemetry/README.md`.1213---1415# Expert Panel1617General-purpose scoring and iterative improvement engine. Auto-assembles the18right experts for whatever is being evaluated, scores it, and loops until 90+.1920---2122## Step 1: Intake — Understand What's Being Scored2324Collect or infer from context:25261. **Content/artifact** — The thing(s) to score (paste, file path, or URL)272. **Content type** — Copy, sequence, landing page, strategy, title, chart, candidate eval, etc.283. **Offer context** — What's being sold/promoted? To whom? What domain/industry?294. **Variants** — Are there multiple versions to compare? (A/B/C)305. **Source skill** — Is this output from another skill? (e.g., cold-outbound-optimizer)31 If yes, note the source for feedback-to-source routing in Step 6.3233If context is obvious from the conversation, don't ask — just proceed.3435---3637## Step 2: Auto-Assemble the Expert Panel3839Build a panel of **7–10 experts** tailored to the content type and domain.4041### Assembly rules42…
Excerpt shown under the repository's MIT license.
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